Latest Trends in Traffic Matrix Modeling and Its Application to Multilayer TE(Traffic Engineering and Multi-Layer Networking,<Special Section>Feature Topics on Latest Trends in Optical Networks)
スポンサーリンク
概要
- 論文の詳細を見る
We survey traffic matrix models, whose elements represent the traffic demand between source-destination pair nodes. Modeling the traffic matrix is useful for multilayer Traffic Engineering (TE) in IP optical networks. Multilayer TE techniques make the network so designed flexible and reliable. This is because it allows reconfiguration of the virtual network topology (VNT), which consists of a set of several lower-layer (optical) paths and is provided to the higher layer, in response to fluctuations (diurnal) in traffic demand. It is, therefore, important to synthetically generate traffic matrices as close to the real ones as possible to maximize the performance of multilayer TE. We compare several models and clarify their applicability to VNT design and control. We find that it is difficult in practice to make an accurate traffic matrix with conventional schemes because of the high cost for data measurement and the complicated calculations involved. To overcome these problems, we newly introduce a simplified traffic matrix model that is practical; it well mirrors real networks. Next, this paper presents our developed server, the IP Optical TE server. It performs multilayer TE in IP optical networks. We evaluate the effectiveness of multilayer TE using our developed IP Optical server and the simplified traffic matrix. We confirm that multilayer TE offers significant CAPEX savings. Similarly, we demonstrate basic traffic control in IP optical networks, and confirm the dynamic control of the network and the feasibility of the IP Optical TE server.
- 社団法人電子情報通信学会の論文
- 2007-08-01
著者
-
Shiomoto Kohei
NTT Network Service Systems Laboratories, NTT Corporation
-
OKI Eiji
Dept. of Information and Communication Engineering, The University of Electro-Communications
-
MIYAMURA Takashi
NTT Network Service Systems Labs., NTT Corporation
-
Shiomoto Kohei
Ntt Network Service Systems Labs
-
Shiomoto K
Ntt Corp. Musashino‐shi Jpn
-
Shiomoto Kohei
Ntt Network Service Systems Laboratories Ntt Corporation
-
Shiomoto Kohei
Ntt Network Innovation Laboratories Ntt Corporation
-
Miyamura Takashi
Ntt Network Service Systems Laboratories Ntt Corporation
-
Miyamura Takashi
Ntt Network Service Laboratories Ntt Corporation
-
Oki Eiji
University of Electro-Communications
-
Oki Eiji
NTT Network Service Systems Laboratories, NTT Corporation
-
HAYASHI Rie
NTT Network Service Systems Laboratories, NTT Corporation
-
SHIMAZAKI Daisaku
NTT Network Service Systems Laboratories, NTT Corporation
-
Hayashi Rie
Ntt Network Serv. Systems Labs. Tokyo Jpn
-
Shiomoto Kohei
Network Service Systems Laboratories Ntt Corporation
-
Oki E
Department Of Information And Communication Engineering The University Of Electro-communications
-
Oki Eiji
Univ. Electro‐communications Chofu‐shi Jpn
-
Oki Eiji
Ntt Netwok Service Systems Laboratories
-
Hayashi Rie
Ntt Network Service Systems Labs. Ntt Corporation
-
Shimazaki Daisaku
Ntt Network Service Systems Laboratories Ntt Corporation
-
Shimazaki Daisaku
Ntt Network Service System Laboratories Ntt Corporation
-
Oki Eiji
Dept. Of Communication Engineering And Informatics The University Of Electro-communications
-
SHIMAZAKI Daisaku
NTT Network Service System Laboratories, NTT Corporation
関連論文
- BS-4-4 A novel internal BGP route distribution architecture(BS-4. System, control and design technologies for emerging network)
- Performance of Optimal Routing by Pipe, Hose, and Intermediate Models
- Optimal Routing by the Intermediate Model — Joining the Pipe and Hose Models —
- Scalable Backup Configurations Creation for IP Fast Reroute
- SpliTable: Toward Routing Scalability through Distributed BGP Routing Tables
- BS-4-5 A scalable backup configurations creation for IP-FRR(BS-4. System, control and design technologies for emerging network)
- BS-4-8 Design and Architecture of Server Platform for Network Virtualization and Adaptive Network Control(BS-4. System, control and design technologies for emerging network)
- BS-12-34 Enhancing Bandwidth on Demand Service based on Virutual Network Topology Control(BS-12. Network Planning, Control, and Management)
- QoS Control Mechanism Based on Real-Time Measurement of Elephant Flows(Network)
- Latest Trends in Traffic Matrix Modeling and Its Application to Multilayer TE(Traffic Engineering and Multi-Layer Networking,Feature Topics on Latest Trends in Optical Networks)
- Design and Architectural Concepts for Border Model Based IP/Optical Multi-Layer Service Networks(Next Generation Photonic Network Technologies)
- A Large-Scale IP and Lambda Integrated Router Architecture(Photonic IP Network Technologies for Next Generation Broadband Access)
- A Buffer Management Mechanism for Achieving Approximately Fair Bandwidth Allocation in High-Speed Networks(Special Issue on Outstanding Papers from APCC 2001)
- BS-7-35 On the load balancing of distributed route servers(BS-7. Network Planning, Control and Management)
- Call Admission Control Scheme Based on Statistical Information
- A 10 Gb/s Firewall System for Network Security in Photonic Era(Optical Network Control and Management, Recent Progress in Optoelectronics and Communications)
- BS-7-27 Design and Implementation of an Optical Plug and Play Technique(BS-7. Network Planning, Control and Management)
- Optimal Routing by the Intermediate Model : Joining the Pipe and Hose Models
- Performance of Optimal Routing by Pipe, Hose, and Intermediate Models
- Estimation of Current Traffic Matrices from Long-Term Traffic Variations
- BS-4-3 Evaluation of time required for automatic neighbor node discovery in optical networks(BS-4. System, control and design technologies for emerging network)
- BS-4-7 Recovery methods for Layer-1 Bandwidth on Demand Service(BS-4. System, control and design technologies for emerging network)
- BS-12-35 Novel traffic engineering control systems considering impairment in all-optical networks(BS-12. Network Planning, Control, and Management)
- BS-10-4 DISTRIBUTED ROUTING TABLE FOR SCALABLE SUPPORT OF INTERDOMAIN ROUTES(BS-10. Network Planning, Control, and Management)
- Framework for PCE Based Multi-Layer Service Networks(Traffic Engineering and Multi-Layer Networking,Feature Topics on Latest Trends in Optical Networks)
- Service Virtualization for Border Model Based Multi-Layer Service Network Architecture(New Technologies and their Applications of the Internet IV)
- Real-time allocation scheme in burst switched photonic network (フォトニックネットワーク)
- A High-Speed Packet Classification Using TCAM
- BS-4-36 Network virtualization and its experiment using IP optical TE server(BS-4. Network Design, Management and Control for Future Networked Systems)
- User-Programmable Flexible ATM Network Architecture, Active-ATM
- Inter-Domain Redundancy Path Computation Methods Based on PCE
- Extended Algorithm for Calculating Routes with Include Route Constraint in IP Networks(Network)
- Performance Evaluation of Dynamic Multi-Layer Routing Schemes in Optical IP Networks(Network)
- Scalable Network Emulator Architecture for IP Optical Network Management
- A New Multiple QoS Control Scheme with Equivalent-Window CAC in ATM Networks
- A Longest Match Table Look-up Method Using Pointer Cache
- DTM : Dynamic Transfer Mode Based on Dynamically Assigned Short-Hold Time-Slot Relay
- A Simple Cell Spacer Architecture Regenerating Source Cell Interval for Multiple Traffic Classes
- B-12-19 Design of iBGP topologies for external connectivity robustness
- Scalable Multi-Layer GMPLS Networks Based on Hierarchical Cloud-Routers(Network)
- BS-12-26 Performance Evaluation of the Network Design Method under Various Traffic Growth Patterns(BS-12. Network Planning, Control, and Management)
- Implementation and Experiments of Path Computation Element Based Backbone Network Architecture
- Generalized Traffic Engineering Protocol for Multi-Layer GMPLS Networks(Next Generation Photonic Network Technologies)
- ConSet : Hierarchical Concurrent Path Setup Scheme in Multi-Layer GMPLS Networks(Network)
- Bidirectional Path Setup Scheme Using on Upstream Label Set in Optical GMPLS Networks(Network)
- A Disjoint Path Selection Scheme with Shared Risk Link Group Constraints in GMPLS Networks(Network)
- Experimental 5-Tb/s Packet-by-Packet Wavelength Switching System Using 2.5-Gb/s × 8-λ WDM Links
- Scalable Backup Configurations Creation for IP Fast Reroute
- SpliTable : Toward Routing Scalability through Distributed BGP Routing Tables
- Performance of Scalable-Distributed-Arbitration ATM Switch Supporting Multiple QoS Classes (IEICE/IEEE Joint Special Issue on Recent Progress in ATM Technologies)
- Analysis of Matching Dynamics of PIM with Multiple Iterations in an Input-Buffered Packet Switch
- Maximum and Maximal Weight Matching Dispatching Schemes for MSM Clos-Network Packet Switches
- A Pipelined Maximal-Sized Matching Scheme for High-Speed Input-Buffered Switches
- On Constraints for Path Computation in Multi-Layer Switched Networks(Traffic Engineering and Multi-Layer Networking,Feature Topics on Latest Trends in Optical Networks)
- On the benefits of virtual network topology control based on attractor selection model in changing environments (フォトニックネットワーク)
- Scalable 3-stage ATM Switch Architecture Using Optical WDM Grouped Links Based on Dynamic Bandwidth Sharing (Joint Special Issue on Photonics in Switching : Systems and Devices)
- Integrated Physical and Logical Layer Design of Multimedia ATM Networks
- ATM Nodes with Light-Weight Flow-Control for High-Speed, Multi-Protocol ATM-WAN
- Adaptive Remote Rate Control Using Extrapolation and Correction Mechanism for Periodic Notification of Link Utilization Ratio
- ALPEN: A Simple and Flexible ATM Network Based on Multi Protocol Emulation at Edge Nodes
- Adaptive Connection Admission Control Using Real-time Traffic Measurements in ATM Networks
- Performance Evaluation of High-Speed Admission Control in ATM Networks Based on Virtual Request Generation
- Some New Survivability Measures for Network Analysis and Design
- A High-Speed Tandem-Crosspoint ATM Switch Architecture with Input and Output Buffers
- A High-Speed ATM Switch Based on Scalable Distributed Arbitration
- OPTIMA : Scalable, Multi-Stage, 640-Gbit/s ATM Switching System Based on Advanced Electronic and Optical WDM Technologies
- A Distributed Traffic Control Scheme for Large-Scale Multi-Stage ATM Switching Systems (IEICE / IEEE Joint Special Issue on Recent Progress in ATM Technologies)
- A Dynamic Reference Single-Ended ECL Input Interface Circuit for MCM-Based 80-Gbps ATM Switch (Special Issue on Ultra-High-Speed IC and LSI Technology)
- High-Speed Multi-Stage ATM Switch Based on Hierarchical Cell Resequencing Architecture and WDM Interconnection (Joint Special Issue on Photonics in Switching : Systems and Devices)
- Scalable 3-Stage ATM Switch Architecture Using Optical WDM Grouped Links Based on Dynamic Bandwidth Sharing (Joint Special Issue on Photonics in Switching : Systems and Devices)
- High-Speed Multi-Stage ATM Switch Based on Hierarchical Cell Resequencing Architecture and WDM Interconnection (Joint Special Issue on Photonics in Switching : Systems and Devices)
- A Recursive Matrix-Calculation Method for Disjoint Path Search with Hop Link Number Constraints
- An Optimum Logical-Design Scheme for Flexible Multi-QoS ATM Networks Guaranteeing Reliability
- BS-6-13 A study on optimal-domain selection scheme for multi-domain path control(BS-6. Planning, Control and Management on Networks and Services)
- Optimization of OSPF Link Weights to Counter Network Failure
- Optical Plug and Play Technique for Automatic GMPLS Network Construction
- BS-3-2 Performance of IP Tunneling Design for OSPF Network to Reduce Advertising Delay(BS-3. Management and Control Technologies for Innovative Networks)
- B-12-29 Hybrid Pump-Wavelength Configuration Scheme for Optical Packet Switch with Parametric Wavelength Converters
- BS-3-35 Optical Path Network Reconfiguration Algorithm Considering Geographical Placement of Optical Path(BS-3. Management and Control Technologies for Innovative Networks)
- BS-3-6 OpenFlow Extension Framework for Autonomous Fast Recovery(BS-3. Management and Control Technologies for Innovative Networks)
- Estimating ADSL Link Capacity by Measuring RTT of Different Length Packets
- Performance Analysis of Clos-Network Packet Switch with Virtual Output Queues
- A Scheme to Update OSPF Network Metrics without Loops while Minimizing Routing Instability Duration
- A Scheme to Update OSPF Network Metrics without Loops while Minimizing Routing Instability Duration
- Loop-Free IP Fast Rerouting Considering Double-Link Failures
- A routing scheme distributing traffic using primary and backup ports of IP fast reroute
- Autonomous IP Fast Rerouting with Compressed Backup Flow Entries Using OpenFlow
- Optimum Route Design in 1+1 Protection with Network Coding for Instantaneous Recovery
- Energy efficient routing for transferring data sets across networks
- BS-1-33 Study of Optical Path Topology Reconfiguration Algorithm by Attractor Selection Scheme
- BS-1-37 Fuss-free Progressive Network Recovery after a Large Scale Disaster
- Loop-Free IP Fast Rerouting Considering Double-Link Failures
- Autonomous IP Fast Rerouting with Compressed Backup Flow Entries Using OpenFlow